Exponential — Agentic Platform Factory

Founded Exponential, an agentic platform factory shipping production-grade LLM systems for clients that need to run AI alongside their existing data and infrastructure.

Highlights

• Multi-model fallback across Ollama (Llama, Mistral, Qwen local models), OpenAI (GPT-4o), Anthropic (Claude Sonnet/Opus) and Google (Gemini) — automatic failover for 99.9% AI service availability.
• Kubernetes pipeline achieving 2-second time-to-production; Terraform IaC, container orchestration and auto-scaling for multi-tenant environments.
• Terraform exposed in the UI through multi-step forms, letting non-technical users provision cloud resources via guided chatbot-assisted workflows.
• MCP servers bridging localhost development and production VPS; agent pipelines with RAG, vector search (Pinecone, Qdrant, ChromaDB) and cognitive memory for stateful AI reasoning.
• React web dashboard and Flutter mobile app for cross-platform agent management with streaming LLM responses.

Stack: Python, FastAPI, LangChain, LangGraph, Ollama, Docker, Kubernetes, Terraform, React, Flutter, PostgreSQL, Redis, Pinecone, Qdrant, ChromaDB, GitHub Actions.